北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2014, Vol. 37 ›› Issue (s1): 40-45.doi: 10.13190/j.jbupt.2014.s1.008

• 论文 • 上一篇    下一篇

基于TCP数据包层分析的移动互联网用户体验的评估方法

朱凯1, 张超2, 张凯3, 李文璟1, 孟洛明1   

  1. 1. 北京邮电大学 网络与交换技术国家重点实验室, 北京 100876;
    2. 中国联合网络通信有限公司 信息化和电子商务事业部, 北京 100032;
    3. 中国联合网络通信有限公司 北京市分公司, 北京 100032
  • 收稿日期:2013-10-08 出版日期:2014-06-28 发布日期:2014-06-28
  • 作者简介:朱 凯(1983- ),男,博士生,E-mail:zhukai@live.com;孟洛明(1955- ),男,教授,博士生导师.
  • 基金资助:

    国家自然科学基金创新研究群体科学基金(61121061);国家自然科学基金项目(61302078);国家科技支撑计划课题(2012BAH06B02)

Assessment of Users’ QoE for Mobile Internet Based on TCP Packet Layer Analysis

ZHU Kai1, ZHANG Chao2, ZHANG Kai3, LI Wen-jing1, MENG Luo-ming1   

  1. 1. State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China;
    2. Information Technology & E-Commerce Department, China United Network Communications Group Company.Limited, Beijing 100032, China;
    3. Beijing Branch, China United Network Communications Group Company, Limited, Beijing 100032, China
  • Received:2013-10-08 Online:2014-06-28 Published:2014-06-28
  • Supported by:
     

摘要:

根据现有移动互联网管理体系架构,在网络边缘节点测量的基础上提出了一种基于传输控制协议(TCP)数据包层分析的用户体验评估方法.该方法可适用于单用户粒度,从用户行为以及用户感知两个方面定性和定量评估用户体验.在用户行为评估中,通过分析TCP数据包标志位的交互序列,着重关注网页刷新这一重要行为.在用户感知评估中,通过3套粗细粒度各不相同的计算方法覆盖不同粒度的管理需求,测量结果可最终通过相应的数学模型与平均意见得分值关联.

关键词: 数据包层分析, 移动互联网, 用户体验评估, 网络管理

Abstract:

An assessment method of users' quality of experience (QoE) for mobile Internet based on transmission control protocol (TCP) packet layer analysis is proposed so that the metrics could be measured on the edge node of the mobile internet. This method gathers information from users' behaviors and perceptions, which could be applied to a single subscriber granularity at its best. While doing assessment in users' behaviors, the page refresh incidents should be paid more attention, which is analyzed by the TCP flags of the interaction sequence. On the other hand, users' perceptions indicators could be achieved using three different methods according to various requirements spanning from a coarsest grain perspective to a finest grain perspective, it would be later matched into a QoE mean opinion score (MOS) using the exponential independency model (IQX) of QoE and quality of service.

Key words: packet layer analysis, mobile internet, quality of experience assessment, network management

中图分类号: